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Mastering Prompt Engineering for LLMs: Chain of Thought( CoT), Tree of thought( ToT), and Self-reflection

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Book Details
Language
English
Publishers
Independently published (9 May 2024)
Weight
0.06 KG
Publication Date
09/05/2024
Pages
34 pages
ISBN-13
9798325211713
Dimensions
15.24 x 0.2 x 22.86 cm
SKU
9798325211713
Author Name
Anand Vemula (Author)
Anand Vemula is a technology, business, ESG and Risk governance Evangelist. He has more than 27 plus years of experience. Has worked in MNC at a CXO level. Has been a part of various projects and forums across customers in BFSI, Healthcare, Retail, Manufacuring, Lifesciences, Energy Industry Verticals. Certified in all the technologies and Enterprise Digital ArchitectRead more about this authorRead less about this author
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Mastering Prompt Engineering for LLMs: CoT, ToT, and Self-Reflection dives into the world of Large Language Models (LLMs) and explores a powerful technique called prompt engineering. This book equips you to unlock the true potential of LLMs by guiding them through complex tasks and reasoning processes.

Part 1 lays the foundation by explaining how LLMs work and the importance of prompt design. It introduces Chain of Thought (CoT) prompting, a step-by-step approach for guiding LLMs through logical reasoning.

Part 2 delves into Tree of Thought (ToT) prompting, enabling LLMs to explore multiple possibilities and weigh evidence before reaching a conclusion. You'll learn how to craft ToT prompts to tackle open-ended tasks and spark creative problem-solving.

Part 3 introduces the concept of self-reflection in LLMs. By crafting prompts that encourage LLMs to analyze their reasoning process, you can enhance the accuracy, reliability, and trustworthiness of their outputs.

Part 4 explores the exciting future of prompt engineering. It discusses emerging trends like few-shot learning prompts and interactive prompting techniques that allow for real-time adaptation during LLM interactions.

You'll also delve into the ethical considerations of advanced prompt engineering, ensuring responsible use of this powerful technology. Through case studies, use cases, and clear explanations, this book empowers you to become a skilled prompt engineer, unlocking the full potential of LLMs in various fields, from scientific discovery and education to creative writing and marketing.

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